He found himself rooted to the worn Persian rug, his mouth agape. The old man, his grandfather, was proposing to part with the pocket watch. It had been his father's, and then his. A legacy. He'd always assumed it would be his when his grandfather passed.

The words tumbled out of his grandfather’s mouth, a string of financial necessities, the reasons for this unthinkable act. The air in the room felt thick, heavy, difficult to breathe. He felt a peculiar pressure in his head, a dull ache that seemed to be expanding with each syllable.

His grandfather, noticing his grandson's frozen pose, patted his arm. “It's just a thing, lad," he said, his voice softer now. But the words offered no comfort.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion shocked. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255